Genetics in MedicineGenetic & Genomic MedicinePeer-reviewed journal article
Spinal muscular atrophy diagnosis and carrier screening from whole-genome sequencing data
Xiao CheniD, Alba Sanchis‐JuaniD, Courtney E. FrenchiD, Andrew J. ConnelliD, Isabelle DeloniD, Zoya Kingsbury, Aditi Chawla, Aaron L. HalperniD, Ryan J. TaftiD, NIHR BioResource, David R Bentley, Matthew ER Butchbach, F Lucy Raymond, Michael A. EberleiD
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Abstract
PurposeSpinal muscular atrophy (SMA), caused by loss of the SMN1 gene, is a leading cause of early childhood death. Due to the near identical sequences of SMN1 and SMN2, analysis of this region is challenging. Population-wide SMA screening to quantify the SMN1 copy number (CN) is recommended by the American College of Medical Genetics. MethodsWe developed a method that accurately identifies the CN of SMN1 and SMN2 using genome sequencing (GS) data by analyzing read depth and eight informative reference genome differences between SMN1/2. ResultsWe characterized SMN1/2 in 12,747 genomes, identified 1568 samples with SMN1 gains or losses and 6615 samples with SMN2 gains or losses and calculated a pan-ethnic carrier frequency of 2%, consistent with previous studies. Additionally, 99.8% of our SMN1 and 99.7% of SMN2 CN calls agreed with orthogonal methods, with a recall of 100% for SMA and 97.8% for carriers, and a precision of 100% for both SMA and carriers. ConclusionThis SMN copy number caller can be used to identify both carrier and affected status of SMA, enabling SMA testing to be offered as a comprehensive test in neonatal care and an accurate carrier screening tool in GS sequencing projects.
- organism: human
- assay: whole-genome sequencing
- research focus: variant calling
- approach: statistical model
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